Basic Statistics

Raw Counts

Name Value
Rows 139,181
Columns 38
Discrete columns 8
Continuous columns 30
All missing columns 0
Missing observations 67,375
Complete Rows 100,424
Total observations 5,288,878
Memory allocation 55.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 5 columns ignored with more than 50 categories.
## cct: 116872 categories
## nombre: 34857 categories
## localidad: 32767 categories
## direccion: 41282 categories
## domicilio: 46462 categories

QQ Plot

Correlation Analysis

## 6 features with more than 20 categories ignored!
## cct: 90976 categories
## nombre: 29777 categories
## localidad: 25498 categories
## entidad: 31 categories
## direccion: 32079 categories
## domicilio: 39401 categories

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## cct: 90976 categories
## nombre: 29777 categories
## localidad: 25498 categories
## direccion: 32079 categories
## domicilio: 39401 categories